Factor analysis is defined in the Webster’s dictionary as the analytical process of transforming statistical data (as measurements) into linear combinations of usually independent variables. It is commonly used to investigate the variable relationships for complex concepts and to help reduce the variables to a smaller set (Rahn). This is also known as an independent technique because there are no dependent variables utilized in the analysis.